Data Validation Using Assistants API: Exploring AI-driven approach

This post extends my previous exploration of conducting data validation tasks using Large Language Models like ChatGPT. To provide context, at Qxf2, we execute a series of data quality tests using Great Expectations. Initially, we explored the possibility of employing ChatGPT for these validations, but it faced challenges in performing them effectively. Now, with the recent release of more advanced […]

Data Validation with ChatGPT: Trials and Insights

We conducted a study to explore the feasibility of using large language models like ChatGPT for performing validation on numerical data. At Qxf2, we execute a set of data quality tests using Great Expectations. Our goal was to assess the efficiency of leveraging ChatGPT to carry out these validations instead. In order to achieve this, I selected two specific scenarios. […]

Host Great Expectations Test Results on Netlify

In this post, we will help you host your Great Expectations test results on Netlify, a web hosting platform. This post is third in our series to help testers implement useful tests with Great Expectations for data validation. Implementing tests and running them is job half done. As testers it is quite essential to make sure our test results reach […]